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SIHLE-MTSHALI/README.md

SIHLE MTSHALI

AI tooling · data systems · web apps · automation · technical product design


Python TypeScript JavaScript C Rust Bash


React Next.js FastAPI Flask Node.js Express Electron Godot


PostgreSQL MongoDB Redis Docker GitHub Markdown



AI
agents · prompts · tool use · evaluation		 DATA
dashboards · simulations · analytics · reports		 APPS
web · desktop · APIs · interfaces		 AUTOMATION
scripts · files · checks · repeatable flows

TECH ATLAS

Languages

Python
TypeScript
JavaScript
C
Rust
Bash
HTML / CSS

Frontend

React
Next.js
Vite
Redux
Material UI
Tailwind CSS
responsive UI

Backend

FastAPI
Flask
Node.js
Express
REST APIs
workers
service layers

Data

PostgreSQL
MongoDB
Redis
SQLite
CSV / JSON
Excel
validation flows

AI

agents
prompt systems
tool calling
model APIs
local models
evaluation loops
action traces

Desktop / Visual

Electron
Godot
3D UI concepts
charting
dashboards
visual editors
data stories

Dev Workflow

Git
GitHub
Docker
CI patterns
tests
linting
debugging

Product Systems

PRDs
roadmaps
issue trees
acceptance criteria
technical docs
runbooks
spec reviews

BUILD MODES

AI / AGENTS       prompts · tools · workflows · local/cloud models · verification loops
DATA / ANALYTICS  dashboards · calculators · simulations · reports · visual stories
APPS / WEB        auth · APIs · databases · frontend state · responsive interfaces
DESKTOP / LOCAL   file handling · local-first flows · visual editors · offline tooling
DEV / DELIVERY    GitHub issues · test plans · docs · CI patterns · build instructions
CREATIVE TECH     games · music systems · content tools · experimental interfaces

TOOLKIT SNAPSHOT

AI Agents Prompt Systems REST APIs Dashboards Automation Data Analysis Testing Technical Docs Product Specs Local First

systems · tools · data · automation · AI workflows

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